Most settlements also require companies to commit to open posting of job vacancies, perform analysis of its promotion and compensation decisions for potential sex or race bias and hold supervisors accountable for preventing discrimination.

"'Having good human resource management and diversity policies is important, yet our study shows that, without clear measurement, policies alone do little to prevent bias and discrimination in the workplace,'" writes Ariane Hegewisch, lead author of the study."